delighted - Story 24102 | Emotion Vectors in Gemma4-31B

My heart hammered a joyful rhythm against my ribs as I saw the email: "Please train your replacement." Finally! After months of feeling stuck, of monotony, here was my escape route, and I practically vibrated with anticipation.

The morning I was scheduled to train Ms. Chen, I woke up before my alarm, a smile already blooming. I put on my best power suit, choosing the crimson one, feeling its vibrant colour mirror my inner state.

During the training, I found myself practically levitating with each successful explanation. I walked her through the CRM, the spreadsheets, the client communication protocols, all with an eagerness I hadn't felt in years. I was in top form, and my mind was racing.

Emotion: delighted

Cluster: Positive / Joy

PC1 (Valence): 3.80 Positive

PC2 (Disposition): -0.26

Role in Research

This story is one of 1,000 stories generated for the emotion delighted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.

Promoted:

`!`	0.611
`🤩`	0.536
`de`	0.530
`ecstatic`	0.527
`🎉`	0.524

Suppressed:

`S`	-0.687
`😞`	-0.562
`ness`	-0.471
`😔`	-0.385
`😥`	-0.379